{"id":"W2134029840","doi":"10.1017/s027226310423306x","title":"QUESTIONNAIRES IN SECOND LANGUAGE RESEARCH: CONSTRUCTION, ADMINISTRATION, AND PROCESSING","year":2004,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":472,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Reliability (semiconductor); Applied psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05021315,0.001576,0.001743503,0.005676226,0.001571861,0.007194152,0.001937113,0.002070582,0.01584817],"category_scores_gemma":[0.07663098,0.002232579,0.0008654799,0.0115061,0.006734912,0.007763063,0.00478117,0.005395122,0.0113267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234783,"about_ca_system_score_gemma":0.006601326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270503,"about_ca_topic_score_gemma":0.00245417,"domain_scores_codex":[0.9418064,0.04575722,0.003813746,0.001188649,0.006972302,0.0004616688],"domain_scores_gemma":[0.9025997,0.07757548,0.002573216,0.006272732,0.009876748,0.001102095],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005182631,0.0001198221,0.001034695,0.003051146,0.00005752581,0.0001099449,0.008459332,0.0007692674,0.001027983,0.07162833,0.1437964,0.7698936],"study_design_scores_gemma":[0.00008675604,0.0003473934,0.0066791,0.007718564,0.00005570807,0.0006869644,0.01098164,0.001902363,0.001274072,0.1371972,0.8328629,0.0002074056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008502167,0.1508954,0.6484278,0.02345379,0.009782995,0.013344,0.00314856,0.005722728,0.1367226],"genre_scores_gemma":[0.03216647,0.1006491,0.8204441,0.003296497,0.002285859,0.01497849,0.00255879,0.001735768,0.02188493],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9497868,"threshold_uncertainty_score":0.2655557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09907802680421016,"score_gpt":0.4132749103371971,"score_spread":0.3141968835329869,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}